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Pitt Username matches "druzdzel"

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1. Santelices, LC and Wang, Y and Severyn, D and Druzdzel, MJ and Kormos, RL and Antaki, JF (2010) Development of a hybrid decision support model for optimal ventricular assist device weaning. Annals of Thoracic Surgery, 90 (3). 713 - 720. ISSN 0003-4975
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2. Voortman, M and Dash, D and Druzdzel, MJ (2010) Learning why things change: The Difference-Based Causality Learner. In: UNSPECIFIED.
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3. Austin, RM and Onisko, A and Druzdzel, MJ (2010) The pittsburgh cervical cancer screening model a risk assessment tool. Archives of Pathology and Laboratory Medicine, 134 (5). 744 - 750. ISSN 0003-9985
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4. Lu, TC and Druzdzel, MJ (2009) Interactive construction of graphical decision models based on causal mechanisms. European Journal of Operational Research, 199 (3). 873 - 882. ISSN 0377-2217
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5. Diez, F. Javier and Druzdzel, Marek J. (2009) Verbal expressions of probability. In: Encyclopedia of Medical Decision Making. Sage Publications, Thousand Oaks, CA, 53 - 57. ISBN 9781412953726
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6. Druzdzel, MJ and Flynn, RR (2011) Decision support systems. In: Understanding Information Retrieval Systems: Management, Types, and Standards. UNSPECIFIED, 461 - 472. ISBN 9781439891964
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7. Ratnapinda, Parot and Druzdzel, Marek J. (2009) Passive construction of diagnostic decision models: An empirical evaluation. In: International Multiconference on Computer Science and Information Technology (IMCSIT-2009), 12 October 2009 - 14 October 2009, Mragowo, Poland.
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8. de Jongh, Martijn and Druzdzel, Marek J. (2009) A comparison of structural distance measures for causal Bayesian network models. In: Recent Advances in Intelligent Information Systems, Challenging Problems of Science, Computer Science series. Academic Publishing House EXIT, Warsaw, Poland, 443 - 456. ISBN 9788360434598
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9. Onisko, Agnieszka and Druzdzel, Marek J. and Austin, R. Marshall (2009) Application of Dynamic Bayesian Networks to cervical cancer screening. In: Proceedings on XI International Conference on Artificial Intelligence: Al-24’2009, June 2009 - June 2009, Krakow, Poland.
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10. Agosta, John Mark and Almond, Russell and Buede, Dennis and Druzdzel, Marek J. and Goldsmith, Judy and Renooij, Silja (2009) Workshop summary: Seventh annual workshop on Bayes applications. In: 26th Annual International Conference on Machine Learning (ICML'09), 14 June 2009 - 18 June 2009, Montreal, Quebec, Canada.
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11. Druzdzel, Marek J. (2009) Rapid modeling and analysis with QGeNIe. In: International Multiconference on Computer Science and Information Technology (IMCSIT-2009), 12 October 2009 - 14 October 2009, Mragowo, Poland.
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12. Voortman, Mark and Dash, Denver H. and Druzdzel, Marek J. (2010) Learning causal models that make correct manipulation predictions with time series data. Journal of Machine Learning Research: Workshop and Conference Proceedings, 6. 257 - 266.
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13. Voortman, Mark and Dash, Denver H. and Druzdzel, Marek J. and Pomerleau, Dean and Sudre, Gustavo (2009) Difference-based Causal Models: Bridging the gap between Granger causality and DCMs. In: NIPS 2009 Workshop on Connectivity Inference in Neuroimaging (CINI 2009), 12 December 2009 - 12 December 2009, Whistler, B.C., Canada.
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14. Druzdzel, Marek J. (2009) The role of assumptions in causal discovery. In: 8th Workshop on Uncertainty Processing (WUPES-09), 19 September 2009 - 23 September 2009, Liblice, Czech Republic.
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15. Łupínska-Dubicka, A and Druzdzel, MJ (2011) Modeling dynamic systems with memory: What is the right time-order? In: UNSPECIFIED.
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16. Onisko, Agnieszka and Druzdzel, Marek J. (2011) Impact of Quality of Bayesian Network Parameters on Accuracy of Medical Diagnostic Systems. In: AIME'11 Workshop on Probabilistic Problem Solving in Biomedicine (ProBioMed--11), in conjunction with the Thirteenth Conference on Artificial Intelligence in Medicine (AIME-2011), 02 July 2011 - 02 July 2011, Bled, Slovenia.
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17. Ratnapinda, P and Druzdzel, MJ (2011) Does query-based diagnostics work? In: UNSPECIFIED.
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18. Zagorecki, A and Druzdzel, MJ (2013) Knowledge engineering for bayesian networks: How common are noisy-MAX distributions in practice'. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 43 (1). 186 - 195. ISSN 1083-4427 Item availability may be restricted.
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19. Oniśko, A and Druzdzel, MJ (2013) Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems. Artificial Intelligence in Medicine, 57 (3). 197 - 206. ISSN 0933-3657 Item availability may be restricted.
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20. Ratnapinda, P and Druzdzel, MJ (2013) An empirical comparison of Bayesian network parameter learning algorithms for continuous data streams. In: UNSPECIFIED.
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